v1v2v3v4 (latest)

Gated Graph Sequence Neural Networks

17 November 2015

Papers citing "Gated Graph Sequence Neural Networks"

50 / 1,396 papers shown

Title
A Review of Location Encoding for GeoAI: Methods and Applications Gengchen Mai K. Janowicz Yingjie Hu Song Gao Bo Yan Rui Zhu Ling Cai Ni Lao 138 121 0 07 Nov 2021
GraphSearchNet: Enhancing GNNs via Capturing Global Dependencies for Semantic Code Search Shangqing Liu Xiaofei Xie J. Siow Lei Ma Guozhu Meng Yang Liu GNN 124 55 0 04 Nov 2021
Discovering Supply Chain Links with Augmented Intelligence Achintya Gopal Chun-Han Chang 61 3 0 02 Nov 2021
Multi network InfoMax: A pre-training method involving graph convolutional networks Usman Mahmood Z. Fu Vince D. Calhoun Sergey Plis AI4CE 40 1 0 01 Nov 2021
Decoupled coordinates for machine learning-based molecular fragment linking Markus Fleck Noah Weber Christopher Trummer 45 3 0 01 Nov 2021
Edge-Level Explanations for Graph Neural Networks by Extending Explainability Methods for Convolutional Neural Networks Tetsu Kasanishi Xueting Wang T. Yamasaki FAtt 57 8 0 01 Nov 2021
SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL Ruichu Cai Jinjie Yuan Boyan Xu Zhifeng Hao 104 65 0 01 Nov 2021
Roto-translated Local Coordinate Frames For Interacting Dynamical Systems Miltiadis Kofinas N. S. Nagaraja E. Gavves AI4CE 106 32 0 28 Oct 2021
VQ-GNN: A Universal Framework to Scale up Graph Neural Networks using Vector Quantization Mucong Ding Kezhi Kong Jingling Li Chen Zhu John P. Dickerson Furong Huang Tom Goldstein GNN MQ 107 49 0 27 Oct 2021
How to transfer algorithmic reasoning knowledge to learn new algorithms? Louis-Pascal Xhonneux Andreea Deac Petar Velickovic Jian Tang 84 27 0 26 Oct 2021
Neural Program Generation Modulo Static Analysis Rohan Mukherjee Yeming Wen Dipak Chaudhari Thomas W. Reps Swarat Chaudhuri C. Jermaine 89 25 0 26 Oct 2021
Nested Graph Neural Networks Muhan Zhang Pan Li 90 169 0 25 Oct 2021
Parameter Prediction for Unseen Deep Architectures Boris Knyazev M. Drozdzal Graham W. Taylor Adriana Romero Soriano OOD 129 83 0 25 Oct 2021
SOLVER: Scene-Object Interrelated Visual Emotion Reasoning Network Jingyuan Yang Xinbo Gao Leida Li Xiumei Wang Jinshan Ding 56 34 0 24 Oct 2021
Deep Generative Models in Engineering Design: A Review Lyle Regenwetter Amin Heyrani Nobari Faez Ahmed 3DV AI4CE 150 192 0 21 Oct 2021
SS-MAIL: Self-Supervised Multi-Agent Imitation Learning Akshay Dharmavaram Tejus Gupta Jiachen Li Katia Sycara 34 0 0 18 Oct 2021
Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and Pipelining Tim Kaler Nickolas Stathas Anne Ouyang A. Iliopoulos Tao B. Schardl C. E. Leiserson Jie Chen GNN 142 55 0 16 Oct 2021
Asymmetric Graph Representation Learning Zhuo Tan B. Liu Guosheng Yin 55 1 0 14 Oct 2021
ReGVD: Revisiting Graph Neural Networks for Vulnerability Detection Van-Anh Nguyen Dai Quoc Nguyen Van Nguyen Trung Le Quan Hung Tran Dinh Q. Phung 87 118 0 14 Oct 2021
SoGCN: Second-Order Graph Convolutional Networks Peihao Wang Yuehao Wang Hua Lin Jianbo Shi 89 3 0 14 Oct 2021
Two-argument activation functions learn soft XOR operations like cortical neurons Kijung Yoon Emin Orhan Juhyeon Kim Xaq Pitkow MLT 70 0 0 13 Oct 2021
Breaking the Softmax Bottleneck for Sequential Recommender Systems with Dropout and Decoupling Yi Lin BDL 33 3 0 11 Oct 2021
Understanding Pooling in Graph Neural Networks Daniele Grattarola Daniele Zambon F. Bianchi Cesare Alippi GNN FAtt AI4CE 461 97 0 11 Oct 2021
CoRGi: Content-Rich Graph Neural Networks with Attention Jooyeon Kim A. Lamb Simon Woodhead Simon L. Peyton Jones Cheng Zheng Miltiadis Allamanis 73 6 0 10 Oct 2021
New Insights into Graph Convolutional Networks using Neural Tangent Kernels Mahalakshmi Sabanayagam Pascal Esser Debarghya Ghoshdastidar 66 6 0 08 Oct 2021
Attentive Walk-Aggregating Graph Neural Networks M. F. Demirel Shengchao Liu Siddhant Garg Zhenmei Shi Yingyu Liang 133 10 0 06 Oct 2021
Turing approximations, toric isometric embeddings & manifold convolutions P. Suárez-Serrato 65 1 0 05 Oct 2021
Permute Me Softly: Learning Soft Permutations for Graph Representations Giannis Nikolentzos George Dasoulas Michalis Vazirgiannis GNN 86 9 0 05 Oct 2021
Equivariant Neural Network for Factor Graphs Fan-Yun Sun Jonathan Kuck Hao Tang Stefano Ermon 97 1 0 29 Sep 2021
Extracting Attentive Social Temporal Excitation for Sequential Recommendation Yunzhe Li Yue Ding Bo Chen Xin Xin Yule Wang Yuxiang Shi Ruiming Tang Dong Wang AI4TS 42 15 0 28 Sep 2021
Multi-resolution deep learning pipeline for dense large scale point clouds T. Richard F. Dupont Guillaume Lavoué 3DPC 41 0 0 23 Sep 2021
Adaptive Neural Message Passing for Inductive Learning on Hypergraphs Devanshu Arya D. K. Gupta Stevan Rudinac Marcel Worring 87 13 0 22 Sep 2021
Graph-based Cluttered Scene Generation and Interactive Exploration using Deep Reinforcement Learning K. N. Kumar Irfan Essa Sehoon Ha LM&Ro OffRL 61 11 0 21 Sep 2021
mGNN: Generalizing the Graph Neural Networks to the Multilayer Case Marco Grassia Manlio De Domenico G. Mangioni AI4CE 99 14 0 21 Sep 2021
Graph Neural Networks for Graph Drawing Matteo Tiezzi Gabriele Ciravegna Marco Gori 91 21 0 21 Sep 2021
CompilerGym: Robust, Performant Compiler Optimization Environments for AI Research Chris Cummins Bram Wasti Jiadong Guo Brandon Cui Jason Ansel ... Jia-Wei Liu O. Teytaud Benoit Steiner Yuandong Tian Hugh Leather 80 76 0 17 Sep 2021
Learning Dynamical Human-Joint Affinity for 3D Pose Estimation in Videos Junhao Zhang Yali Wang Zhipeng Zhou Tianyu Luan Zhe Wang Yu Qiao 3DH 82 27 0 15 Sep 2021
Program-to-Circuit: Exploiting GNNs for Program Representation and Circuit Translation Nan Wu Huake He Yuan Xie Pan Li Cong Hao GNN 86 3 0 13 Sep 2021
Self-supervised Reinforcement Learning with Independently Controllable Subgoals Andrii Zadaianchuk Georg Martius Fanny Yang SSL 122 17 0 09 Sep 2021
Software Vulnerability Detection via Deep Learning over Disaggregated Code Graph Representation Yufan Zhuang Sahil Suneja Veronika Thost Giacomo Domeniconi Alessandro Morari Jim Laredo GNN 76 15 0 07 Sep 2021
Powering Comparative Classification with Sentiment Analysis via Domain Adaptive Knowledge Transfer Zeyu Li Yilong Qin Zihan Liu Wei Wang 32 4 0 07 Sep 2021
HMSG: Heterogeneous Graph Neural Network based on Metapath Subgraph Learning Xinjun Cai Jiaxing Shang Fei Hao Dajiang Liu Linjiang Zheng 65 22 0 07 Sep 2021
VulSPG: Vulnerability detection based on slice property graph representation learning Weining Zheng Yuan Jiang Xiaohong Su 66 34 0 06 Sep 2021
Reasoning Graph Networks for Kinship Verification: from Star-shaped to Hierarchical Wanhua Li Jiwen Lu Abudukelimu Wuerkaixi Jianjiang Feng Jie Zhou 48 20 0 06 Sep 2021
Edge-featured Graph Neural Architecture Search Shaofei Cai Liang Li Xinzhe Han Zhengjun Zha Qingming Huang 56 7 0 03 Sep 2021
On the Significance of Question Encoder Sequence Model in the Out-of-Distribution Performance in Visual Question Answering K. Gouthaman Anurag Mittal CML 79 0 0 28 Aug 2021
Identifying Non-Control Security-Critical Data through Program Dependence Learning Zhilong Wang Haizhou Wang Hong Hu Peng Liu AAML 65 0 0 27 Aug 2021
Multiscale Spatio-Temporal Graph Neural Networks for 3D Skeleton-Based Motion Prediction Maosen Li Siheng Chen Yangheng Zhao Ya Zhang Yanfeng Wang Qi Tian 3DH 70 77 0 25 Aug 2021
Pooling Architecture Search for Graph Classification Lan Wei Huan Zhao Quanming Yao Zhiqiang He AI4CE 84 73 0 24 Aug 2021
Bag of Tricks for Training Deeper Graph Neural Networks: A Comprehensive Benchmark Study Tianlong Chen Kaixiong Zhou Keyu Duan Wenqing Zheng Peihao Wang Helen Zhou Zhangyang Wang AAML GNN 71 66 0 24 Aug 2021